5 citations · 23 across the 21 of their papers we have counts for
4 papers · 1 filter
A Similarity Measure for GPU Kernel Subgraph Matching
Robert Lim, Boyana Norris, Allen Malony
Accelerator architectures specialize in executing SIMD (single instruction, multiple data) in lockstep. Because the majority of CUDA applications are parallelized loops, control fl…
Mira: A Framework for Static Performance Analysis
Kewen Meng, Boyana Norris
The performance model of an application can pro- vide understanding about its runtime behavior on particular hardware. Such information can be analyzed by developers for performanc…
A Comparison of Parallel Graph Processing Implementations
Samuel Pollard, Boyana Norris
The rapidly growing number of large network analysis problems has led to the emergence of many parallel and distributed graph processing systems---one survey in 2014 identified ove…
Autotuning GPU Kernels via Static and Predictive Analysis
Robert V. Lim, Boyana Norris, Allen D. Malony
Optimizing the performance of GPU kernels is challenging for both human programmers and code generators. For example, CUDA programmers must set thread and block parameters for a ke…